| Learning about social learning in MOOCs: From statistical analysis to generative model CG Brinton, M Chiang, S Jain, H Lam, Z Liu, FMF Wong IEEE transactions on Learning Technologies 7 (4), 346-359, 2014 | 363 | 2014 |
| Fast-convergent federated learning HT Nguyen, V Sehwag, S Hosseinalipour, CG Brinton, M Chiang, ... IEEE Journal on Selected Areas in Communications 39 (1), 201-218, 2020 | 217 | 2020 |
| MOOC performance prediction via clickstream data and social learning networks CG Brinton, M Chiang 2015 IEEE conference on computer communications (INFOCOM), 2299-2307, 2015 | 211 | 2015 |
| Behavior-based grade prediction for MOOCs via time series neural networks TY Yang, CG Brinton, C Joe-Wong, M Chiang IEEE Journal of Selected Topics in Signal Processing 11 (5), 716-728, 2017 | 185 | 2017 |
| From federated to fog learning: Distributed machine learning over heterogeneous wireless networks S Hosseinalipour, CG Brinton, V Aggarwal, H Dai, M Chiang IEEE Communications Magazine 58 (12), 41-47, 2020 | 164 | 2020 |
| Mining MOOC clickstreams: Video-watching behavior vs. in-video quiz performance CG Brinton, S Buccapatnam, M Chiang, HV Poor IEEE Transactions on Signal Processing 64 (14), 3677-3692, 2016 | 153* | 2016 |
| Network-aware optimization of distributed learning for fog computing S Wang, Y Ruan, Y Tu, S Wagle, CG Brinton, C Joe-Wong IEEE/ACM Transactions on Networking 29 (5), 2019-2032, 2021 | 119* | 2021 |
| Device sampling for heterogeneous federated learning: Theory, algorithms, and implementation S Wang, M Lee, S Hosseinalipour, R Morabito, M Chiang, CG Brinton IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 119 | 2021 |
| Individualization for education at scale: MIIC design and preliminary evaluation CG Brinton, R Rill, S Ha, M Chiang, R Smith, W Ju IEEE Transactions on Learning Technologies 8 (1), 136-148, 2014 | 110 | 2014 |
| Multi-stage hybrid federated learning over large-scale D2D-enabled fog networks S Hosseinalipour, SS Azam, CG Brinton, N Michelusi, V Aggarwal, ... IEEE/ACM transactions on networking 30 (4), 1569-1584, 2022 | 107 | 2022 |
| Semi-decentralized federated learning with cooperative D2D local model aggregations FPC Lin, S Hosseinalipour, SS Azam, CG Brinton, N Michelusi IEEE Journal on Selected Areas in Communications 39 (12), 3851-3869, 2021 | 106 | 2021 |
| Early detection prediction of learning outcomes in online short-courses via learning behaviors W Chen, CG Brinton, D Cao, A Mason-Singh, C Lu, M Chiang IEEE Transactions on Learning Technologies 12 (1), 44-58, 2018 | 77 | 2018 |
| On the viability of a cloud virtual service provider L Zheng, C Joe-Wong, CG Brinton, CW Tan, S Ha, M Chiang ACM SIGMETRICS Performance Evaluation Review 44 (1), 235-248, 2016 | 69 | 2016 |
| Behavior-Based Latent Variable Model for Learner Engagement. AS Lan, CG Brinton, TY Yang, M Chiang International Educational Data Mining Society, 2017 | 52 | 2017 |
| Social learning networks: A brief survey CG Brinton, M Chiang 2014 48th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2014 | 52 | 2014 |
| Federated learning for connected and automated vehicles: A survey of existing approaches and challenges VP Chellapandi, L Yuan, CG Brinton, SH Zak, Z Wang IEEE Transactions on Intelligent Vehicles, 2023 | 49 | 2023 |
| Latency optimization for blockchain-empowered federated learning in multi-server edge computing DC Nguyen, S Hosseinalipour, DJ Love, PN Pathirana, CG Brinton IEEE Journal on Selected Areas in Communications 40 (12), 3373-3390, 2022 | 46 | 2022 |
| Decentralized federated learning: A survey and perspective L Yuan, Z Wang, L Sun, PS Yu, CG Brinton IEEE Internet of Things Journal, 2024 | 45 | 2024 |
| Personalized thread recommendation for MOOC discussion forums AS Lan, JC Spencer, Z Chen, CG Brinton, M Chiang Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019 | 45 | 2019 |
| Bi-directionally amplified extended reach 40Gb/s CWDM-TDM PON with burst-mode upstream transmission PP Iannone, KC Reichmann, C Brinton, J Nakagawa, T Cusick, ... Optical Fiber Communication Conference, PDPD6, 2011 | 43 | 2011 |
